├── .gitignore ├── .gitmodules ├── TLTutorialWithPruning.ipynb ├── bayesian ├── CifarClassifier.py ├── ConcreteDropoutLinear.py ├── MNIstDropout.py └── utils.py ├── cifar_classifier.py ├── classifier.py ├── classifier_utils.py ├── configurations.py ├── data └── get_coco_dataset.sh ├── dogbreedclassification.ipynb ├── dropout.py ├── fasterrcnn ├── csrc │ ├── ROIAlign.h │ ├── ROIPool.h │ ├── cpu │ │ ├── ROIAlign_cpu.cpp │ │ ├── nms_cpu.cpp │ │ └── vision.h │ ├── cuda │ │ ├── ROIAlign_cuda.cu │ │ ├── ROIPool_cuda.cu │ │ ├── nms.cu │ │ └── vision.h │ ├── nms.h │ └── vision.cpp ├── datasets │ ├── VOCdevkit-matlab-wrapper │ │ ├── get_voc_opts.m │ │ ├── voc_eval.m │ │ └── xVOCap.m │ ├── __init__.py │ ├── coco.py │ ├── ds_utils.py │ ├── factory.py │ ├── imagenet.py │ ├── imdb.py │ ├── pascal_voc.py │ ├── pascal_voc_rbg.py │ ├── tools │ │ └── mcg_munge.py │ ├── vg.py │ ├── vg_eval.py │ └── voc_eval.py ├── faster_rcnn.py ├── main.py ├── nms │ ├── .gitignore │ ├── __init__.py │ ├── _ext │ │ ├── __init__.py │ │ └── nms │ │ │ └── __init__.py │ ├── build.py │ ├── make.sh │ ├── nms_cpu.py │ ├── nms_gpu.py │ ├── nms_kernel.cu │ ├── nms_wrapper.py │ └── src │ │ ├── nms_cuda.h │ │ ├── nms_cuda_kernel.cu │ │ ├── nms_cuda_kernel.cu.o │ │ └── nms_cuda_kernel.h ├── pycocotools │ ├── UPSTREAM_REV │ ├── __init__.py │ ├── _mask.c │ ├── _mask.pyx │ ├── coco.py │ ├── cocoeval.py │ ├── license.txt │ ├── mask.py │ ├── maskApi.c │ └── maskApi.h ├── requirements.txt ├── res101.yml ├── resnet.py ├── roi_align │ ├── __init__.py │ ├── _ext │ │ ├── __init__.py │ │ └── roi_align │ │ │ └── __init__.py │ ├── build.py │ ├── functions │ │ ├── __init__.py │ │ └── roi_align.py │ ├── make.sh │ ├── modules │ │ ├── __init__.py │ │ └── roi_align.py │ └── src │ │ ├── roi_align.c │ │ ├── roi_align.h │ │ ├── roi_align_cuda.c │ │ ├── roi_align_cuda.h │ │ ├── roi_align_kernel.cu │ │ └── roi_align_kernel.h ├── roi_crop │ ├── __init__.py │ ├── _ext │ │ ├── __init__.py │ │ ├── crop_resize │ │ │ └── __init__.py │ │ └── roi_crop │ │ │ └── __init__.py │ ├── build.py │ ├── functions │ │ ├── __init__.py │ │ ├── crop_resize.py │ │ ├── gridgen.py │ │ └── roi_crop.py │ ├── make.sh │ ├── modules │ │ ├── __init__.py │ │ ├── gridgen.py │ │ └── roi_crop.py │ └── src │ │ ├── roi_crop.c │ │ ├── roi_crop.h │ │ ├── roi_crop_cuda.c │ │ ├── roi_crop_cuda.h │ │ ├── roi_crop_cuda_kernel.cu │ │ └── roi_crop_cuda_kernel.h ├── roi_data_layer │ ├── __init__.py │ ├── minibatch.py │ ├── roibatchLoader.py │ └── roidb.py ├── roi_layers │ ├── __init__.py │ ├── nms.py │ ├── roi_align.py │ └── roi_pool.py ├── roi_pooling │ ├── __init__.py │ ├── _ext │ │ ├── __init__.py │ │ └── roi_pooling │ │ │ └── __init__.py │ ├── build.py │ ├── functions │ │ ├── __init__.py │ │ └── roi_pool.py │ ├── modules │ │ ├── __init__.py │ │ └── roi_pool.py │ └── src │ │ ├── roi_pooling.c │ │ ├── roi_pooling.h │ │ ├── roi_pooling_cuda.c │ │ ├── roi_pooling_cuda.h │ │ ├── roi_pooling_kernel.cu │ │ └── roi_pooling_kernel.h ├── rpn │ ├── __init__.py │ ├── anchor_target_layer.py │ ├── bbox_transform.py │ ├── generate_anchors.py │ ├── proposal_layer.py │ ├── proposal_target_layer_cascade.py │ └── rpn.py ├── setup.py ├── utils │ ├── .gitignore │ ├── __init__.py │ ├── bbox.pyx │ ├── blob.py │ ├── config.py │ ├── logger.py │ └── net_utils.py └── wrapper.py ├── knowledge_distillation └── classification │ ├── KD_train.py │ ├── data_loader.py │ ├── model_creator.py │ ├── plain_cnn.py │ └── resnet_cifar.py ├── measure_inference_time.py ├── mnist_classifier.py ├── models ├── cifar_classifier.pt ├── mnist_classifier.pt └── resnet18.pt ├── prune.py ├── pruning ├── __init__.py ├── kmeans.py ├── masked_conv_2d.py ├── masked_linear.py ├── masked_resnet.py ├── masked_sequential.py ├── masked_yolo_v3.py ├── methods.py └── utils.py ├── quantization.py ├── quantize.py ├── quantize_notebook.ipynb ├── readme.md ├── requirements.txt ├── resnet.py ├── yolo.cfg ├── yolo_imageloader.py └── yolov3.py /.gitignore: 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